These good results can be due to the issue of obtaining a higher number of models, each one within a different Map, but avoiding the issue of the lack of data by means of the instances replication.
This has resulted in the exclusion of a higher number of models that elucidate the dynamics of antimicrobial resistance in its own right, which are summarised elsewhere [ 120, 121].
For the identification task little a priori knowledge is assumed and thus a high number of model candidates have to be considered.
By this way, a very high number of models with very different number of parameters are created and analyzed.
The high number of models explored and the fact that the independent evaluations converge on their solutions imparted confidence that the results obtained could be close to the "true mask" of specificity.
This is related to a higher number of unknown model parameters in the calibration which are not supported by the available observation datasets.
Nevertheless, a higher number of Markov models are reported as independently conducted CEAs, whereas decision trees, ISM and DES tended to be adopted more often.
The higher predicted gene count is largely due to a nearly 2-fold higher number of gene models located within the concatenated contig set 'B_chrUn_random' , relative to the chrUn_random of the A-genome (Table 6).
The RIPPER algorithm utilized the fewest number of attributes (median: 4 to 15) whereas RIDOR and PART had a significantly higher number of attributes per model (median: 16 to 47).
The percentage of the output variations that is reproduced by the model is termed as fit_model and a higher number of fit_model means a better model.
Nevertheless, the difference in sample size between the hypertensive and the normotensive groups is a study limitation, especially in the PI model, which considers a higher number of parameters than does the MAP model.
